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HomeArtificial IntelligencePosit AI Weblog: pins 0.4: Versioning

Posit AI Weblog: pins 0.4: Versioning


A brand new model of pins is obtainable on CRAN in the present day, which provides help for versioning your datasets and DigitalOcean Areas boards!

As a fast recap, the pins bundle permits you to cache, uncover and share assets. You should use pins in a variety of conditions, from downloading a dataset from a URL to creating complicated automation workflows (study extra at pins.rstudio.com). You may also use pins together with TensorFlow and Keras; for example, use cloudml to coach fashions in cloud GPUs, however somewhat than manually copying information into the GPU occasion, you’ll be able to retailer them as pins instantly from R.

To put in this new model of pins from CRAN, merely run:

Yow will discover an in depth listing of enhancements within the pins NEWS file.

For example the brand new versioning performance, let’s begin by downloading and caching a distant dataset with pins. For this instance, we’ll obtain the climate in London, this occurs to be in JSON format and requires jsonlite to be parsed:

RStudio Join and Kaggle boards, even for present pins! Different boards like Amazon S3, Google Cloud, Digital Ocean and Microsoft Azure require you explicitly allow versioning when registering your boards.

To check out the brand new DigitalOcean Areas board, first you’ll have to register this board and allow versioning by setting variations to TRUE:

Versioning and DigitalOcean articles. To meet up with earlier releases:

Thanks for studying alongside!

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